Ting-Jun Zhang

Missingness-aware machine learning using routine laboratory data for distinguishing hepatitis from cirrhosis

Early identification of cirrhosis among patients with hepatitis is important for timely risk stratification and clinical management, yet conventional non-invasive scores such as the fibrosis-4 index (FIB-4) and the aspartate aminotransferase-to-platelet ratio index (APRI) may provide limited discrimination. In clin...